• header-logo.png Department of Electronics and Electrical Engineering
    Indian Institute of Technology Guwahati
header-logo.png Department of Electronics
and Electrical Engineering
Manish Bhatt

Dr. Manish Bhatt

Assistant Professor

Key Research Areas : Biomedical Imaging and Signal Processing, Ultrasound Elastography and Photoacoustic Tomography, Deep Learning for Medical Imaging, Medical Image Reconstruction, Biomedical Ultrasound and Optics, Inverse Problems

Phone No: +91-361-258-3278 (O) | Email: manishb@iitg.ac.in| Room No: 0215

Personal Website

B.Tech (ECE) (NIT Hamirpur, 2007-11)

Ph.D. (IISc Bangalore, 2013-2017)
Post-Doc (University of Montreal, 2017-2020)

Assistant Professor : Dec 2021 - Present

Undergraduate level:

EE 220 : Signals and Systems : Monsoon 2024, 2023, 2022

EE322M : Signal Processing : Winter 2023

EE 213M : Digital Circuits : Winter 2022

Graduate level:

EE 697: Medical Imaging : Monsoon 2024

EE 525: Advanced Topics in Machine Learning : Winter 2024

DD 551: Biomedical Devices : Monsoon 2022

Journal Publications

1. Aditya Agrawal, Souraja Kundu, Touseef Ahmad, Manish Bhatt, "ReLAP-Net: Residual Learning and Attention Based Parallel Network for Hyperspectral and Multispectral Image Fusion", Photogrammetric Engineering & Remote Sensing , vol.90 , (DOI - 7) ,pp.395-403, [2024].

2. H. Li, M. Bhatt, Z. Qu, S. Zhang, M. C. Hartel, A. Khademhosseini, and G. Cloutier, "Deep learning in ultrasound elastography imaging: a review", Medical Physics [2022].

3. L. Yazdani, M. Bhatt, I. Rafati, A. Tang, and G. Cloutier, "The revisited frequency-shift method for shear wave attenuation computation and imaging", IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control , vol.69 , (DOI - 10.1109/TUFFC.2022.3166448) [2022].

4. H. Li, G. Fle, M. Bhatt, G. Bosio, L. Yazdani, Z. Qu, G. Cloutier, "Viscoelasticity imaging of biological tissues and single cells using shear wave propagation", Frontiers in Physics , vol.9 [2021].

5. M. Bhatt, L. Yazdani, F. Destrempes, L. Allard, B. Nguyen, A. Tang, and G. Cloutier, "Multiparametric in vivo ultrasound shear wave viscoelastography on farm-raised fatty duck livers", Poultry Science , vol.100 [2021].

6. M. Gesnik, M. Bhatt, M.H. Roy-Cardinal, F. Destrempes,L. Allard, B. N. Nguyen, T. Alquier, J.F. Giroux,A. Tang, and G. Cloutier, "In vivo ultrafast quantitative ultrasound and shear wave elastography imaging onfarm-raised duck livers during force feeding", Ultrasound in Medicine and Biology , vol.46 [2020].

7. M. Bhatt, M. Moussou, B. Chayer, F. Destrempes, M. Gesnik, L. Allard, A. Tang, and G. Cloutier, "Reconstruction of viscosity maps in ultrasound shear wave elastography", IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control , vol.66 [2019].

8. S. Gutta, M. Bhatt, S. K. Kalva, M. Pramanik, and P. K. Yalavarthy, "Modeling errors compensation with total least squares for limited data photoacoustic tomography", IEEE Journal of Selected Topics in Quantum Electronics (issue on biophotonics) , vol.25 [2019].

9. M. Bhatt, E. Montagnon, F. Destrempes, B. Chayer, S. Kazemirad, and G. Cloutier, "Acoustic radiation force induced resonance elastography of coagulating blood:theoretical viscoelasticity modeling and ex-vivo experimentation", Physics in Medicine and Biology , vol.63 [2018].

10. M. Bhatt, A. Acharya, and P. K. Yalavarthy, "Computationally Efficient Error Estimate for evaluation of Regularization in Photoacoustic Tomography", Journal of Biomedical Optics , vol.21 [2016].

11. M. Bhatt, S. Gutta, and P. K. Yalavarthy, "Exponential Filtering of Singular Values Improves Photoacoustic Image Reconstruction", Journal of the Optical Society of America A , vol.33 [2016].

12. M. Bhatt, K. R. Ayyalasomayajula, P. K. Yalavarthy, "Generalized Beer-Lambert Model for Near Infrared Light Propagation in Thick Biological Tissues", Journal of Biomedical Optics , vol.21 [2016].

Conference Publications

1. Phidakordor Sahshong and Manish Bhatt, Improving shear wave speed map reconstruction in ultrasound elastography using deep learning , IEEE South Asian Ultrasound Symposium [2024].

2. Souraja Kundu, Yuji Iwahori, Manas Kamal Bhuyan, Manish Bhatt, B. Kijsirikul, Aili Wang, Akira Ouchi, Yasuhiro Shimizu, "Cross-modality Medical Image Registration with Local-Global Spatial Correlation", International Conference on Pattern Recognition (ICPR) [2024].

3. Mane Pooja, Samarendra Dandapat, and Manish Bhatt, "U-Net Framework for Simultaneous Segmentation of Foveal Avascular Zone and Retinal Vessels Across Different Retinal Plexuses", IEEE International Conference on Electronics, Computing and Communication Technologies [2024].

4. Souraja Kundu, Yuji Iwahori, Manas Kamal Bhuyan, Manish Bhatt, A. Ouchi, Y. Shimizu, "Improved residual vision transformer for CT to MRI translation", IEEE International Conference on Transdiciplinary AI (TransAI 2023), Laguna Hills, CA, United States [2023].

5. Aditya Agrawal and Manish Bhatt, "Fusion of hyperspectral and multispectral image for remote sensing applications", Photonics [2023].